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Record W4403835676 · doi:10.61959/sxof3911e

Polyamory in Canada: Research on an Emerging Family Structure

2017· report· en· W4403835676 on OpenAlexaboutno aff
John A. Boyd

Bibliographic record

Venuenot available
Typereport
Languageen
FieldSocial Sciences
TopicMarriage and Sexual Relationships
Canadian institutionsnot available
Fundersnot available
KeywordsGenealogyHistory

Abstract

fetched live from OpenAlex

The Canadian Research Institute for Law and the Family began a study of perceptions of polyamory in Canada in June 2016. The project is only midway through its course, but the data collected so far have important implications for law and policy in the coming decades, as the meaning of family continues to evolve. The term polyamory is a mash-up of the Greek word for much or many and the Latin word for love. As these roots suggest, people who are polyamorous are, or prefer to be, involved in more than one intimate relationship at a time. Some polyamorists are involved in stable, long-term, loving relationships involving two or more other people. Others are simultaneously engaged in a number of relationships of varying degrees of permanence and commitment. Still others are involved in a web of concurrent relationships ranging from short-term relationships that are purely sexual in nature to more enduring relationships characterized by deep emotional attachments. Polyamory The practice or condition of participating in more than one intimate relationship at a time. It is usually not related to religion and it is unrelated to marriage. Polygamy The practice or condition of having more than one spouse, typically a wife, at one time, usually for religious reasons.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.772
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.417
GPT teacher head0.515
Teacher spread0.098 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreOther

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations9
Published2017
Admission routes1
Has abstractyes

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